DimReader: Using auto-differentiation to explain non-linear projections. - Rebecca Faust; Carlos Scheidegger (CoRR, 2017)

Anteater: Interactive Visualization for Program Understanding. - Rebecca Faust; Katherine Isaacs; William Z. Bernstein; Michael Sharp; Carlos Scheidegger (CoRR, 2019)

DimReader: Axis lines that explain non-linear projections. - Rebecca Faust; David Glickenstein; Carlos Scheidegger (IEEE Trans. Vis. Comput. Graph., 2019)

A Visualization First Perspective on Understanding Program Behavior. - Rebecca Faust (2021)

Explainable Interactive Projections for Image Data. - Huimin Han; Rebecca Faust; Brian Felipe Keith Norambuena; Ritvik Prabhu; Timothy Smith; Song Li; Chris North 001 (ISVC (1), 2022)

Explainable interactive projections of images. - Huimin Han; Rebecca Faust; Brian Felipe Keith Norambuena; Jiayue Lin; Song Li; Chris North 001 (Mach. Vis. Appl., 2023)

Human-Notebook Interactions: The CHI of Computational Notebooks. - Jesse Harden; April Yi Wang; Rebecca Faust; Katherine E. Isaacs; Nurit Kirshenbaum; John E. Wenskovitch; Jian Zhao 010; Chris North 001 (CHI Extended Abstracts, 2024)

ImageSI: Semantic Interaction for Deep Learning Image Projections. - Jiayue Lin; Rebecca Faust; Chris North 001 (IEEE VIS, 2024)

Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop. - Jen Rogers; Marie Anastacio; Jürgen Bernard; Mehdi Chakhchoukh; Rebecca Faust; Andreas Kerren; Steffen Koch 001; Lars Kotthoff; Cagatay Turkay; Emily Wall 001 (VDS@VIS, 2024)

NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning. - Yali Bian; Rebecca Faust; Chris North 001 (CoRR, 2024)

Visualizing Spatial Semantics of Dimensionally Reduced Text Embeddings. - Wei Liu; Chris North 001; Rebecca Faust (CoRR, 2024)

Visualizing Temporal Topic Embeddings with a Compass. - Daniel Palamarchuk; Lemara Williams; Brian Mayer; Thomas Danielson; Rebecca Faust; Larry M. Deschaine; Chris North 001 (IEEE Trans. Vis. Comput. Graph., 2025)